Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 6095 |
| Missing cells | 6576 |
| Missing cells (%) | 3.5% |
| Duplicate rows | 74 |
| Duplicate rows (%) | 1.2% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 248.0 B |
Variable types
| CAT | 23 |
|---|---|
| NUM | 8 |
| Dataset has 74 (1.2%) duplicate rows | Duplicates |
Carrera has a high cardinality: 495 distinct values | High cardinality |
Universidad has a high cardinality: 799 distinct values | High cardinality |
rol_trabajo has a high cardinality: 334 distinct values | High cardinality |
tecnologies has a high cardinality: 5452 distinct values | High cardinality |
Carrera has 299 (4.9%) missing values | Missing |
Universidad has 534 (8.8%) missing values | Missing |
sueldo_dolarizado has 5419 (88.9%) missing values | Missing |
violencia_laboral has 141 (2.3%) missing values | Missing |
Orientación sexual has 183 (3.0%) missing values | Missing |
edad is highly skewed (γ1 = 78.04429782) | Skewed |
personas_a_cargo is highly skewed (γ1 = 71.5168196) | Skewed |
experiencia_anios has 318 (5.2%) zeros | Zeros |
empresa_actual_anios has 1538 (25.2%) zeros | Zeros |
personas_a_cargo has 4592 (75.3%) zeros | Zeros |
sueldo_ajuste_total_2020 has 2685 (44.1%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-30 05:57:26.825507 |
|---|---|
| Analysis finished | 2020-11-30 05:57:50.930549 |
| Duration | 24.11 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
genero
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Hombre | |
|---|---|
| Mujer | |
| Otros | 31 |
| Value | Count | Frequency (%) | |
| Hombre | 5122 | 84.0% | |
| Mujer | 942 | 15.5% | |
| Otros | 31 | 0.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.840360952 |
| Min length | 5 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.18195242 |
|---|---|
| Minimum | 18 |
| Maximum | 52000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 47.6 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 27 |
| median | 31 |
| Q3 | 37 |
| 95-th percentile | 46 |
| Maximum | 52000 |
| Range | 51982 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 665.7211745 |
|---|---|
| Coefficient of variation (CV) | 16.16536214 |
| Kurtosis | 6092.265324 |
| Mean | 41.18195242 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 78.04429782 |
| Sum | 251004 |
| Variance | 443184.6822 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 29 | 380 | 6.2% | |
| 28 | 364 | 6.0% | |
| 30 | 356 | 5.8% | |
| 31 | 341 | 5.6% | |
| 26 | 322 | 5.3% | |
| 33 | 308 | 5.1% | |
| 27 | 305 | 5.0% | |
| 25 | 300 | 4.9% | |
| 32 | 291 | 4.8% | |
| 34 | 288 | 4.7% | |
| Other values (40) | 2840 | 46.6% |
| Value | Count | Frequency (%) | |
| 18 | 2 | < 0.1% | |
| 19 | 23 | 0.4% | |
| 20 | 49 | 0.8% | |
| 21 | 77 | 1.3% | |
| 22 | 133 | 2.2% |
| Value | Count | Frequency (%) | |
| 52000 | 1 | < 0.1% | |
| 567 | 1 | < 0.1% | |
| 67 | 1 | < 0.1% | |
| 65 | 1 | < 0.1% | |
| 64 | 3 | < 0.1% |
ubicacion
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Ciudad Autónoma de Buenos Aires | |
|---|---|
| GBA | |
| Provincia de Buenos Aires | |
| Córdoba | |
| Santa Fe | 354 |
| Other values (20) |
| Value | Count | Frequency (%) | |
| Ciudad Autónoma de Buenos Aires | 3764 | 61.8% | |
| GBA | 524 | 8.6% | |
| Provincia de Buenos Aires | 497 | 8.2% | |
| Córdoba | 456 | 7.5% | |
| Santa Fe | 354 | 5.8% | |
| Mendoza | 107 | 1.8% | |
| Entre Ríos | 66 | 1.1% | |
| Río Negro | 38 | 0.6% | |
| Neuquén | 36 | 0.6% | |
| Jujuy | 36 | 0.6% | |
| Other values (15) | 217 | 3.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 31 |
|---|---|
| Median length | 31 |
| Mean length | 23.08088597 |
| Min length | 3 |
| Distinct | 59 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.930861362 |
|---|---|
| Minimum | 0 |
| Maximum | 115 |
| Zeros | 318 |
| Zeros (%) | 5.2% |
| Memory size | 47.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 7 |
| Q3 | 13 |
| 95-th percentile | 22 |
| Maximum | 115 |
| Range | 115 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.161094025 |
|---|---|
| Coefficient of variation (CV) | 0.8018368817 |
| Kurtosis | 8.451486768 |
| Mean | 8.930861362 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.475538822 |
| Sum | 54433.6 |
| Variance | 51.28126764 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 10 | 550 | 9.0% | |
| 5 | 483 | 7.9% | |
| 3 | 463 | 7.6% | |
| 2 | 457 | 7.5% | |
| 15 | 403 | 6.6% | |
| 4 | 380 | 6.2% | |
| 1 | 352 | 5.8% | |
| 0 | 318 | 5.2% | |
| 6 | 290 | 4.8% | |
| 20 | 282 | 4.6% | |
| Other values (49) | 2117 | 34.7% |
| Value | Count | Frequency (%) | |
| 0 | 318 | 5.2% | |
| 1 | 352 | 5.8% | |
| 1.5 | 26 | 0.4% | |
| 1.6 | 1 | < 0.1% | |
| 1.7 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 115 | 1 | < 0.1% | |
| 44 | 1 | < 0.1% | |
| 43 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 39 | 1 | < 0.1% |
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.311944217 |
|---|---|
| Minimum | 0 |
| Maximum | 43 |
| Zeros | 1538 |
| Zeros (%) | 25.2% |
| Memory size | 47.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 13 |
| Maximum | 43 |
| Range | 43 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.367741538 |
|---|---|
| Coefficient of variation (CV) | 1.318784754 |
| Kurtosis | 7.630173195 |
| Mean | 3.311944217 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.381417439 |
| Sum | 20186.3 |
| Variance | 19.07716614 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 1538 | 25.2% | |
| 1 | 1176 | 19.3% | |
| 2 | 930 | 15.3% | |
| 3 | 552 | 9.1% | |
| 5 | 335 | 5.5% | |
| 4 | 308 | 5.1% | |
| 6 | 184 | 3.0% | |
| 10 | 158 | 2.6% | |
| 7 | 140 | 2.3% | |
| 8 | 133 | 2.2% | |
| Other values (35) | 641 | 10.5% |
| Value | Count | Frequency (%) | |
| 0 | 1538 | 25.2% | |
| 0.5 | 6 | 0.1% | |
| 1 | 1176 | 19.3% | |
| 1.3 | 1 | < 0.1% | |
| 1.4 | 5 | 0.1% |
| Value | Count | Frequency (%) | |
| 43 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 34 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| 29 | 3 | < 0.1% |
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.211648893 |
|---|---|
| Minimum | 0 |
| Maximum | 2500 |
| Zeros | 4592 |
| Zeros (%) | 75.3% |
| Memory size | 47.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | 2500 |
| Range | 2500 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 32.98339473 |
|---|---|
| Coefficient of variation (CV) | 14.91348597 |
| Kurtosis | 5400.61155 |
| Mean | 2.211648893 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 71.5168196 |
| Sum | 13480 |
| Variance | 1087.904328 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 4592 | 75.3% | |
| 2 | 277 | 4.5% | |
| 1 | 250 | 4.1% | |
| 3 | 178 | 2.9% | |
| 4 | 175 | 2.9% | |
| 5 | 161 | 2.6% | |
| 6 | 65 | 1.1% | |
| 8 | 59 | 1.0% | |
| 10 | 51 | 0.8% | |
| 7 | 41 | 0.7% | |
| Other values (41) | 246 | 4.0% |
| Value | Count | Frequency (%) | |
| 0 | 4592 | 75.3% | |
| 1 | 250 | 4.1% | |
| 2 | 277 | 4.5% | |
| 3 | 178 | 2.9% | |
| 4 | 175 | 2.9% |
| Value | Count | Frequency (%) | |
| 2500 | 1 | < 0.1% | |
| 300 | 1 | < 0.1% | |
| 170 | 1 | < 0.1% | |
| 150 | 1 | < 0.1% | |
| 138 | 1 | < 0.1% |
max_nivel_estudios
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Universitario | |
|---|---|
| Terciario | |
| Secundario | |
| Posgrado | 342 |
| Doctorado | 30 |
| Other values (2) | 6 |
| Value | Count | Frequency (%) | |
| Universitario | 4133 | 67.8% | |
| Terciario | 1135 | 18.6% | |
| Secundario | 449 | 7.4% | |
| Posgrado | 342 | 5.6% | |
| Doctorado | 30 | 0.5% | |
| Posdoctorado | 4 | 0.1% | |
| Primario | 2 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 11.73158326 |
| Min length | 8 |
max_nivel_estudios_estado
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Completado | |
|---|---|
| En curso | |
| Incompleto |
| Value | Count | Frequency (%) | |
| Completado | 2907 | 47.7% | |
| En curso | 1684 | 27.6% | |
| Incompleto | 1504 | 24.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.447415915 |
| Min length | 8 |
| Distinct | 495 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 299 |
| Missing (%) | 4.9% |
| Memory size | 47.6 KiB |
| Ingeniería en Sistemas de Información | |
|---|---|
| Ingeniería en Informática | |
| Analista de Sistemas | |
| Licenciatura en Ciencias dela Computación | |
| Licenciatura en Sistemas de Información | |
| Other values (490) |
| Value | Count | Frequency (%) | |
| Ingeniería en Sistemas de Información | 1194 | 19.6% | |
| Ingeniería en Informática | 784 | 12.9% | |
| Analista de Sistemas | 596 | 9.8% | |
| Licenciatura en Ciencias dela Computación | 300 | 4.9% | |
| Licenciatura en Sistemas de Información | 298 | 4.9% | |
| Licenciatura en Informática | 256 | 4.2% | |
| Tecnicatura en Programación | 190 | 3.1% | |
| Ingeniería Electrónica | 155 | 2.5% | |
| Diseño Gráfico | 139 | 2.3% | |
| Tecnicatura Superior en Programación | 134 | 2.2% | |
| Other values (485) | 1750 | 28.7% | |
| (Missing) | 299 | 4.9% |
Unique
| Unique | 395 ? |
|---|---|
| Unique (%) | 6.8% |
Length
| Max length | 120 |
|---|---|
| Median length | 27 |
| Mean length | 27.81066448 |
| Min length | 1 |
| Distinct | 799 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 534 |
| Missing (%) | 8.8% |
| Memory size | 47.6 KiB |
| UTN - Universidad Tecnológica Nacional | |
|---|---|
| UBA - Universidad de Buenos Aires | |
| UNLaM - Universidad Nacional de La Matanza | 236 |
| UADE - Universidad Argentina De la Empresa | 204 |
| UAI - Universidad Abierta Interamericana | 193 |
| Other values (794) |
| Value | Count | Frequency (%) | |
| UTN - Universidad Tecnológica Nacional | 1378 | 22.6% | |
| UBA - Universidad de Buenos Aires | 785 | 12.9% | |
| UNLaM - Universidad Nacional de La Matanza | 236 | 3.9% | |
| UADE - Universidad Argentina De la Empresa | 204 | 3.3% | |
| UAI - Universidad Abierta Interamericana | 193 | 3.2% | |
| UNLP - Universidad Nacional de La Plata | 184 | 3.0% | |
| ORT | 113 | 1.9% | |
| UP - Universidad de Palermo | 110 | 1.8% | |
| Universidad Siglo 21 | 103 | 1.7% | |
| UNC - Universidad Nacional de Córdoba | 94 | 1.5% | |
| Other values (789) | 2161 | 35.5% | |
| (Missing) | 534 | 8.8% |
Unique
| Unique | 614 ? |
|---|---|
| Unique (%) | 11.0% |
Length
| Max length | 155 |
|---|---|
| Median length | 37 |
| Mean length | 30.60032814 |
| Min length | 1 |
cursos_especializacion
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Sí, de forma particular | |
|---|---|
| No | |
| Sí, de forma particular, Sí, los pagó un empleador | |
| Sí, los pagó un empleador | |
| No, Sí, de forma particular | 18 |
| Other values (2) | 3 |
| Value | Count | Frequency (%) | |
| Sí, de forma particular | 2650 | 43.5% | |
| No | 1417 | 23.2% | |
| Sí, de forma particular, Sí, los pagó un empleador | 1339 | 22.0% | |
| Sí, los pagó un empleador | 668 | 11.0% | |
| No, Sí, de forma particular | 18 | 0.3% | |
| No, Sí, los pagó un empleador | 2 | < 0.1% | |
| No, Sí, de forma particular, Sí, los pagó un empleador | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 54 |
|---|---|
| Median length | 23 |
| Mean length | 24.28744873 |
| Min length | 2 |
contribucion_open_source
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| No | |
|---|---|
| Sí |
| Value | Count | Frequency (%) | |
| No | 5211 | 85.5% | |
| Sí | 884 | 14.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
programacion_hobbie
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Sí | |
|---|---|
| No |
| Value | Count | Frequency (%) | |
| Sí | 3268 | 53.6% | |
| No | 2827 | 46.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
| Distinct | 334 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Developer | |
|---|---|
| SysAdmin / DevOps / SRE | |
| Technical Leader | |
| QA / Tester | |
| Manager / Director | 231 |
| Other values (329) |
| Value | Count | Frequency (%) | |
| Developer | 2402 | 39.4% | |
| SysAdmin / DevOps / SRE | 689 | 11.3% | |
| Technical Leader | 399 | 6.5% | |
| QA / Tester | 254 | 4.2% | |
| Manager / Director | 231 | 3.8% | |
| HelpDesk | 198 | 3.2% | |
| Project Manager | 193 | 3.2% | |
| Architect | 175 | 2.9% | |
| Data Scientist / Data Engineer | 140 | 2.3% | |
| Consultant | 139 | 2.3% | |
| Other values (324) | 1275 | 20.9% |
Unique
| Unique | 287 ? |
|---|---|
| Unique (%) | 4.7% |
Length
| Max length | 124 |
|---|---|
| Median length | 9 |
| Mean length | 13.17456932 |
| Min length | 1 |
computador_trabajo_so
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Windows | |
|---|---|
| GNU/Linux | |
| macOS | |
| *BSD | 5 |
| Value | Count | Frequency (%) | |
| Windows | 3442 | 56.5% | |
| GNU/Linux | 1356 | 22.2% | |
| macOS | 1292 | 21.2% | |
| *BSD | 5 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.018539787 |
| Min length | 4 |
celular_so
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Android | |
|---|---|
| iOS | |
| No tengo celular / no es Smartphone | 60 |
| Windows | 10 |
| Value | Count | Frequency (%) | |
| Android | 4868 | 79.9% | |
| iOS | 1157 | 19.0% | |
| No tengo celular / no es Smartphone | 60 | 1.0% | |
| Windows | 10 | 0.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 35 |
|---|---|
| Median length | 7 |
| Mean length | 6.516324856 |
| Min length | 3 |
guardias
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| No | |
|---|---|
| Sí, pasiva | |
| Sí, activa | 272 |
| Value | Count | Frequency (%) | |
| No | 4640 | 76.1% | |
| Sí, pasiva | 1183 | 19.4% | |
| Sí, activa | 272 | 4.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 2 |
| Mean length | 3.9097621 |
| Min length | 2 |
Tipo de contrato
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Full-Time | |
|---|---|
| Part-Time | 310 |
| Remoto (empresa de otro país) | 231 |
| Tercerizado (trabajo a través de consultora o agencia) | 219 |
| Freelance | 169 |
| Value | Count | Frequency (%) | |
| Full-Time | 5166 | 84.8% | |
| Part-Time | 310 | 5.1% | |
| Remoto (empresa de otro país) | 231 | 3.8% | |
| Tercerizado (trabajo a través de consultora o agencia) | 219 | 3.6% | |
| Freelance | 169 | 2.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 54 |
|---|---|
| Median length | 9 |
| Mean length | 11.37489746 |
| Min length | 9 |
sueldo_mensual_bruto_ars
Real number (ℝ≥0)
| Distinct | 1459 |
|---|---|
| Distinct (%) | 23.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124058.5496 |
|---|---|
| Minimum | 1 |
| Maximum | 2180000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 47.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 26967 |
| Q1 | 61595 |
| median | 96000 |
| Q3 | 145000 |
| 95-th percentile | 307150 |
| Maximum | 2180000 |
| Range | 2179999 |
| Interquartile range (IQR) | 83405 |
Descriptive statistics
| Standard deviation | 122912.3518 |
|---|---|
| Coefficient of variation (CV) | 0.990760832 |
| Kurtosis | 54.61861599 |
| Mean | 124058.5496 |
| Median Absolute Deviation (MAD) | 40000 |
| Skewness | 5.467344355 |
| Sum | 756136859.9 |
| Variance | 1.510744623e+10 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 100000 | 176 | 2.9% | |
| 120000 | 153 | 2.5% | |
| 90000 | 131 | 2.1% | |
| 60000 | 119 | 2.0% | |
| 140000 | 115 | 1.9% | |
| 150000 | 115 | 1.9% | |
| 110000 | 107 | 1.8% | |
| 130000 | 105 | 1.7% | |
| 80000 | 105 | 1.7% | |
| 70000 | 96 | 1.6% | |
| Other values (1449) | 4873 | 80.0% |
| Value | Count | Frequency (%) | |
| 1 | 9 | 0.1% | |
| 2 | 2 | < 0.1% | |
| 15 | 3 | < 0.1% | |
| 17.3 | 1 | < 0.1% | |
| 18 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2180000 | 1 | < 0.1% | |
| 2080000 | 1 | < 0.1% | |
| 2000000 | 1 | < 0.1% | |
| 1680000 | 1 | < 0.1% | |
| 1439100 | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5419 |
| Missing (%) | 88.9% |
| Memory size | 47.6 KiB |
| Mi sueldo está dolarizado |
|---|
| Value | Count | Frequency (%) | |
| Mi sueldo está dolarizado | 676 | 11.1% | |
| (Missing) | 5419 | 88.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 25 |
|---|---|
| Median length | 3 |
| Mean length | 5.440032814 |
| Min length | 3 |
sueldo_conformidad
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 2670 | 43.8% | |
| 2 | 1897 | 31.1% | |
| 4 | 878 | 14.4% | |
| 1 | 650 | 10.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
sueldo_bonos
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| No | |
|---|---|
| De uno a tres sueldos | |
| Menos de un sueldo | |
| Un sueldo | |
| 3+ sueldos | 162 |
| Value | Count | Frequency (%) | |
| No | 3782 | 62.1% | |
| De uno a tres sueldos | 795 | 13.0% | |
| Menos de un sueldo | 700 | 11.5% | |
| Un sueldo | 656 | 10.8% | |
| 3+ sueldos | 162 | 2.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 21 |
|---|---|
| Median length | 2 |
| Mean length | 7.281870386 |
| Min length | 2 |
sueldo_ajustes_inflacion
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| No | |
|---|---|
| Uno | |
| Dos | |
| Tres | 117 |
| Más de tres | 96 |
| Value | Count | Frequency (%) | |
| No | 2671 | 43.8% | |
| Uno | 2424 | 39.8% | |
| Dos | 787 | 12.9% | |
| Tres | 117 | 1.9% | |
| Más de tres | 96 | 1.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 11 |
|---|---|
| Median length | 3 |
| Mean length | 2.706972929 |
| Min length | 2 |
| Distinct | 127 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.4445114 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 2685 |
| Zeros (%) | 44.1% |
| Memory size | 47.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 7 |
| Q3 | 18 |
| 95-th percentile | 35 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.86043294 |
|---|---|
| Coefficient of variation (CV) | 1.231310154 |
| Kurtosis | 5.006645803 |
| Mean | 10.4445114 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.712631342 |
| Sum | 63659.297 |
| Variance | 165.3907355 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 2685 | 44.1% | |
| 10 | 521 | 8.5% | |
| 20 | 462 | 7.6% | |
| 15 | 403 | 6.6% | |
| 30 | 227 | 3.7% | |
| 25 | 165 | 2.7% | |
| 5 | 163 | 2.7% | |
| 12 | 142 | 2.3% | |
| 8 | 86 | 1.4% | |
| 7 | 77 | 1.3% | |
| Other values (117) | 1164 | 19.1% |
| Value | Count | Frequency (%) | |
| 0 | 2685 | 44.1% | |
| 0.05 | 1 | < 0.1% | |
| 0.06 | 1 | < 0.1% | |
| 0.12 | 1 | < 0.1% | |
| 0.38 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 7 | 0.1% | |
| 95 | 1 | < 0.1% | |
| 90 | 1 | < 0.1% | |
| 89 | 1 | < 0.1% | |
| 84 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 141 |
| Missing (%) | 2.3% |
| Memory size | 47.6 KiB |
| Jamás | |
|---|---|
| En un trabajo anterior | |
| En mi trabajo actual |
| Value | Count | Frequency (%) | |
| Jamás | 4096 | 67.2% | |
| En un trabajo anterior | 1308 | 21.5% | |
| En mi trabajo actual | 550 | 9.0% | |
| (Missing) | 141 | 2.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 22 |
|---|---|
| Median length | 5 |
| Mean length | 9.955537326 |
| Min length | 3 |
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 183 |
| Missing (%) | 3.0% |
| Memory size | 47.6 KiB |
| Heterosexual | |
|---|---|
| ¿Qué les importa? | |
| Bisexual o queer | 255 |
| Homosexual | 173 |
| Pansexual | 5 |
| Other values (37) | 39 |
| Value | Count | Frequency (%) | |
| Heterosexual | 4905 | 80.5% | |
| ¿Qué les importa? | 535 | 8.8% | |
| Bisexual o queer | 255 | 4.2% | |
| Homosexual | 173 | 2.8% | |
| Pansexual | 5 | 0.1% | |
| Pansexual | 2 | < 0.1% | |
| Demisexual | 2 | < 0.1% | |
| Juajua | 1 | < 0.1% | |
| others | 1 | < 0.1% | |
| ¿? | 1 | < 0.1% | |
| Other values (32) | 32 | 0.5% | |
| (Missing) | 183 | 3.0% |
Unique
| Unique | 35 ? |
|---|---|
| Unique (%) | 0.6% |
Length
| Max length | 86 |
|---|---|
| Median length | 12 |
| Mean length | 12.33174733 |
| Min length | 2 |
Cantidad de empleados
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| 11-50 | |
|---|---|
| 201-500 | |
| 51-100 | |
| 101-200 | |
| 10001+ | |
| Other values (5) |
| Value | Count | Frequency (%) | |
| 11-50 | 1065 | 17.5% | |
| 201-500 | 833 | 13.7% | |
| 51-100 | 756 | 12.4% | |
| 101-200 | 686 | 11.3% | |
| 10001+ | 557 | 9.1% | |
| 501-1000 | 551 | 9.0% | |
| 1-10 | 523 | 8.6% | |
| 2001-5000 | 402 | 6.6% | |
| 1001-2000 | 367 | 6.0% | |
| 5001-10000 | 355 | 5.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 6.695159967 |
| Min length | 4 |
Actividad principal
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| Producto basado en Software | |
|---|---|
| Servicios / Consultoría de Software / Digital | |
| Otras industrias |
| Value | Count | Frequency (%) | |
| Producto basado en Software | 2200 | 36.1% | |
| Servicios / Consultoría de Software / Digital | 2135 | 35.0% | |
| Otras industrias | 1760 | 28.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 45 |
|---|---|
| Median length | 27 |
| Mean length | 30.12879409 |
| Min length | 16 |
recomendacion_laboral
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.340114848 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 47.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.024057067 |
|---|---|
| Coefficient of variation (CV) | 0.2757527789 |
| Kurtosis | 0.6160337606 |
| Mean | 7.340114848 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.880844545 |
| Sum | 44738 |
| Variance | 4.09680701 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 8 | 1525 | 25.0% | |
| 7 | 1171 | 19.2% | |
| 10 | 892 | 14.6% | |
| 9 | 872 | 14.3% | |
| 6 | 588 | 9.6% | |
| 5 | 456 | 7.5% | |
| 4 | 255 | 4.2% | |
| 3 | 163 | 2.7% | |
| 1 | 90 | 1.5% | |
| 2 | 83 | 1.4% |
| Value | Count | Frequency (%) | |
| 1 | 90 | 1.5% | |
| 2 | 83 | 1.4% | |
| 3 | 163 | 2.7% | |
| 4 | 255 | 4.2% | |
| 5 | 456 | 7.5% |
| Value | Count | Frequency (%) | |
| 10 | 892 | 14.6% | |
| 9 | 872 | 14.3% | |
| 8 | 1525 | 25.0% | |
| 7 | 1171 | 19.2% | |
| 6 | 588 | 9.6% |
politicas_diversidad
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.62100082 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 47.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 8 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.324034039 |
|---|---|
| Coefficient of variation (CV) | 0.304951291 |
| Kurtosis | 0.5630305859 |
| Mean | 7.62100082 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.056298722 |
| Sum | 46450 |
| Variance | 5.401134213 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 10 | 1622 | 26.6% | |
| 8 | 1127 | 18.5% | |
| 9 | 997 | 16.4% | |
| 7 | 763 | 12.5% | |
| 5 | 492 | 8.1% | |
| 6 | 481 | 7.9% | |
| 1 | 183 | 3.0% | |
| 4 | 182 | 3.0% | |
| 3 | 147 | 2.4% | |
| 2 | 101 | 1.7% |
| Value | Count | Frequency (%) | |
| 1 | 183 | 3.0% | |
| 2 | 101 | 1.7% | |
| 3 | 147 | 2.4% | |
| 4 | 182 | 3.0% | |
| 5 | 492 | 8.1% |
| Value | Count | Frequency (%) | |
| 10 | 1622 | 26.6% | |
| 9 | 997 | 16.4% | |
| 8 | 1127 | 18.5% | |
| 7 | 763 | 12.5% | |
| 6 | 481 | 7.9% |
| Distinct | 5452 |
|---|---|
| Distinct (%) | 89.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.6 KiB |
| ninguna de las anteriores, ninguno de los anteriores, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores | 219 |
|---|---|
| ninguna, ninguno, ninguno, ninguna, ninguno | 113 |
| windows server, ninguno de los anteriores, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores | 27 |
| vmware, windows server, ninguno de los anteriores, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores | 20 |
| windows server, ninguno, ninguno, ninguna, ninguno | 12 |
| Other values (5447) |
| Value | Count | Frequency (%) | |
| ninguna de las anteriores, ninguno de los anteriores, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores | 219 | 3.6% | |
| ninguna, ninguno, ninguno, ninguna, ninguno | 113 | 1.9% | |
| windows server, ninguno de los anteriores, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores | 27 | 0.4% | |
| vmware, windows server, ninguno de los anteriores, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores | 20 | 0.3% | |
| windows server, ninguno, ninguno, ninguna, ninguno | 12 | 0.2% | |
| linux, ninguno de los anteriores, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores | 10 | 0.2% | |
| mainframe, cobol, ninguno de los anteriores, ibm db2, ninguno de los anteriores | 9 | 0.1% | |
| ninguna de las anteriores, javascript, react.js, ninguna de las anteriores, visual studio code | 9 | 0.1% | |
| vmware, windows server, ninguno, ninguno, ninguna, ninguno | 8 | 0.1% | |
| windows server, ninguno de los anteriores, ninguno de los anteriores, microsoft sql server, ninguno de los anteriores | 8 | 0.1% | |
| Other values (5442) | 5660 | 92.9% |
Unique
| Unique | 5296 ? |
|---|---|
| Unique (%) | 86.9% |
Length
| Max length | 716 |
|---|---|
| Median length | 123 |
| Mean length | 134.8252666 |
| Min length | 13 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| genero | edad | ubicacion | experiencia_anios | empresa_actual_anios | personas_a_cargo | max_nivel_estudios | max_nivel_estudios_estado | Carrera | Universidad | cursos_especializacion | contribucion_open_source | programacion_hobbie | rol_trabajo | computador_trabajo_so | celular_so | guardias | Tipo de contrato | sueldo_mensual_bruto_ars | sueldo_dolarizado | sueldo_conformidad | sueldo_bonos | sueldo_ajustes_inflacion | sueldo_ajuste_total_2020 | violencia_laboral | Orientación sexual | Cantidad de empleados | Actividad principal | recomendacion_laboral | politicas_diversidad | tecnologies | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Mujer | 26 | Ciudad Autónoma de Buenos Aires | 3.0 | 3.0 | 0 | Universitario | En curso | Ingeniería en Sistemas de Información | UTN - Universidad Tecnológica Nacional | Sí, los pagó un empleador | No | Sí | Consultant | GNU/Linux | Android | No | Full-Time | 53000.0 | NaN | 1 | No | No | 0.0 | En mi trabajo actual | Homosexual | 501-1000 | Servicios / Consultoría de Software / Digital | 7 | 2 | ninguna, ninguno, ninguno, ninguna, ninguno |
| 1 | Hombre | 29 | Corrientes | 5.0 | 2.0 | 4 | Universitario | En curso | Ingeniería en Sistemas de Información | UTN - Universidad Tecnológica Nacional | Sí, de forma particular, Sí, los pagó un empleador | No | Sí | Developer | GNU/Linux | Android | No | Full-Time | 79000.0 | NaN | 2 | Menos de un sueldo | Uno | 10.0 | Jamás | Heterosexual | 201-500 | Otras industrias | 8 | 9 | docker, google cloud platform/app engine, html, javascript, python, django, jquery, informix, mysql, postgresql, ipython / jupyter, sublime text, visual studio code |
| 2 | Mujer | 22 | Ciudad Autónoma de Buenos Aires | 2.0 | 0.0 | 0 | Secundario | Completado | NaN | NaN | Sí, de forma particular, Sí, los pagó un empleador | No | Sí | Infosec | Windows | iOS | No | Full-Time | 160000.0 | NaN | 3 | Un sueldo | No | 0.0 | En un trabajo anterior | Bisexual o queer | 2001-5000 | Otras industrias | 6 | 9 | linux, vmware, ninguno, ninguno, ninguna, ninguno |
| 3 | Hombre | 39 | Corrientes | 15.0 | 15.0 | 5 | Posgrado | Incompleto | Licenciatura en Sistemas | UNNE Universidad Nacional del Nordeste | Sí, de forma particular, Sí, los pagó un empleador | Sí | Sí | SysAdmin / DevOps / SRE | GNU/Linux | Android | Sí, pasiva | Full-Time | 130000.0 | NaN | 3 | No | No | 0.0 | En mi trabajo actual | Heterosexual | 501-1000 | Otras industrias | 7 | 6 | docker, linux, openstack, vmware, windows server, bash/shell, c, css, html, java, javascript, php, python, sql, jquery, wordpress, microsoft sql server, mysql, eclipse, visual studio code |
| 4 | Hombre | 32 | Ciudad Autónoma de Buenos Aires | 9.0 | 6.0 | 0 | Universitario | En curso | Licenciatura en Ciencias dela Computación | UBA - Universidad de Buenos Aires | No | No | Sí | Developer | macOS | Android | No | Full-Time | 140000.0 | NaN | 1 | Menos de un sueldo | No | 0.0 | Jamás | Heterosexual | 11-50 | Servicios / Consultoría de Software / Digital | 6 | 6 | amazon web services, css, html, javascript, sql, typescript, angular, node.js, amazon dynamodb, mongodb, mysql, vim |
| 5 | Hombre | 25 | Ciudad Autónoma de Buenos Aires | 1.0 | 0.0 | 0 | Terciario | Incompleto | Tecnicatura Superior en Programación | UTN - Universidad Tecnológica Nacional | No | No | Sí | Developer | macOS | Android | No | Full-Time | 54000.0 | NaN | 2 | No | Uno | 15.0 | Jamás | Heterosexual | 10001+ | Producto basado en Software | 8 | 8 | ninguna, java, javascript, node.js, react.js, spark, mysql, intellij, visual studio code |
| 6 | Hombre | 33 | Ciudad Autónoma de Buenos Aires | 1.0 | 1.0 | 0 | Universitario | Incompleto | Ingeniería en Informática | UBA - Universidad de Buenos Aires | Sí, de forma particular, Sí, los pagó un empleador | Sí | Sí | Developer | GNU/Linux | Android | No | Full-Time | 75000.0 | NaN | 3 | No | Dos | 8.0 | Jamás | Heterosexual | 51-100 | Producto basado en Software | 7 | 7 | amazon web services, docker, linux, serverless, javascript, node.js, mongodb, mysql, redis, visual studio code |
| 7 | Hombre | 23 | Provincia de Buenos Aires | 0.0 | 0.0 | 0 | Terciario | En curso | Tecnicatura en Programación | UTN - Universidad Tecnológica Nacional | Sí, de forma particular | No | Sí | Developer | Windows | iOS | No | Full-Time | 45000.0 | NaN | 2 | No | No | 0.0 | Jamás | Heterosexual | 11-50 | Producto basado en Software | 8 | 10 | ibm cloud / watson, java, javascript, spring, liferay, mysql, eclipse, intellij, netbeans, notepad++ |
| 8 | Hombre | 40 | Entre Ríos | 20.0 | 10.0 | 0 | Universitario | Incompleto | Ingeniería en Sistemas de Información | UTN - Universidad Tecnológica Nacional | Sí, de forma particular | No | Sí | Developer | Windows | iOS | Sí, pasiva | Full-Time | 105000.0 | NaN | 2 | No | No | 0.0 | Jamás | Heterosexual | 51-100 | Otras industrias | 4 | 2 | linux, windows server, javascript, php, typescript, node.js, nestjs, phalcon fw, zend fw., postgresql, redis, android studio, notepad++, visual studio code, xcode |
| 9 | Otros | 35 | Ciudad Autónoma de Buenos Aires | 20.0 | 5.0 | 0 | Universitario | Incompleto | Licenciatura en Ciencias dela Computación | UBA - Universidad de Buenos Aires | Sí, de forma particular, Sí, los pagó un empleador | Sí | Sí | SysAdmin / DevOps / SRE | GNU/Linux | No tengo celular / no es Smartphone | No | Full-Time | 47000.0 | NaN | 1 | No | No | 0.0 | En un trabajo anterior | Bisexual o queer | 10001+ | Otras industrias | 3 | 7 | amazon web services, *bsd, google cloud platform/app engine, linux, openstack, assembler, bash/shell, c, c#, python, r, flask, torch, wordpress, mongodb, mysql, sqlite, coda, eclipse, ipython / jupyter, nano, notepad++, rstudio, vim, visual studio code |
Last rows
| genero | edad | ubicacion | experiencia_anios | empresa_actual_anios | personas_a_cargo | max_nivel_estudios | max_nivel_estudios_estado | Carrera | Universidad | cursos_especializacion | contribucion_open_source | programacion_hobbie | rol_trabajo | computador_trabajo_so | celular_so | guardias | Tipo de contrato | sueldo_mensual_bruto_ars | sueldo_dolarizado | sueldo_conformidad | sueldo_bonos | sueldo_ajustes_inflacion | sueldo_ajuste_total_2020 | violencia_laboral | Orientación sexual | Cantidad de empleados | Actividad principal | recomendacion_laboral | politicas_diversidad | tecnologies | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6085 | Hombre | 34 | Ciudad Autónoma de Buenos Aires | 2.0 | 2.0 | 0 | Terciario | En curso | Tecnicatura Superior en Programación | UTN - Universidad Tecnológica Nacional | Sí, de forma particular | Sí | Sí | Developer | Windows | iOS | No | Full-Time | 64800.0 | NaN | 1 | No | Uno | 20.0 | En un trabajo anterior | Heterosexual | 10001+ | Producto basado en Software | 3 | 6 | linux, vmware, windows server, c#, css, html, javascript, python, sql, typescript, angular, bootstrap, django, jquery, node.js, react.js, microsoft sql server, notepad++, pycharm, visual studio, visual studio code |
| 6086 | Hombre | 52 | Santa Fe | 23.0 | 3.0 | 1 | Universitario | Incompleto | Ingeniería Electrónica | UNR - Universidad Nacional de Rosario | Sí, de forma particular, Sí, los pagó un empleador | No | Sí | SysAdmin / DevOps / SRE | Windows | Android | Sí, pasiva | Full-Time | 120000.0 | NaN | 4 | Menos de un sueldo | Uno | 15.0 | Jamás | Corten con el bullshit de la diversidad , equidad e inclusión. | 51-100 | Otras industrias | 8 | 10 | docker, linux, vmware, java, php, python, sql, drupal, flask, hadoop, hibernate, jquery, spring, wordpress, elasticsearch, microsoft sql server, mongodb, mysql, postgresql, sqlite, android studio, eclipse, visual studio code |
| 6087 | Hombre | 43 | Ciudad Autónoma de Buenos Aires | 25.0 | 14.0 | 0 | Universitario | Incompleto | Licenciatura en Informática | UNLP - Universidad Nacional de La Plata | Sí, de forma particular | Sí | No | Networking | Windows | Android | Sí, pasiva | Full-Time | 150000.0 | NaN | 3 | No | Uno | 26.0 | En un trabajo anterior | Heterosexual | 10001+ | Otras industrias | 8 | 5 | *bsd, hp-ux, linux, solaris, python, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores |
| 6088 | Hombre | 32 | Provincia de Buenos Aires | 13.0 | 0.0 | 0 | Secundario | Completado | NaN | NaN | Sí, de forma particular | No | Sí | SysAdmin / DevOps / SRE | Windows | Android | No | Full-Time | 69000.0 | NaN | 2 | No | No | 0.0 | Jamás | Heterosexual | 101-200 | Servicios / Consultoría de Software / Digital | 9 | 9 | azure, google cloud platform/app engine, vmware, windows server, html, wordpress, microsoft sql server, visual studio code |
| 6089 | Hombre | 32 | Ciudad Autónoma de Buenos Aires | 10.0 | 3.0 | 0 | Universitario | Completado | Ingeniería en Sistemas de Información | UTN - Universidad Tecnológica Nacional | Sí, los pagó un empleador | No | No | SysAdmin / DevOps / SRE | Windows | iOS | Sí, activa | Full-Time | 180000.0 | NaN | 3 | 3+ sueldos | Uno | 20.0 | En mi trabajo actual | Heterosexual | 2001-5000 | Otras industrias | 7 | 8 | linux, windows server, bash/shell, python, sql, , mysql, oracle, sybase, |
| 6090 | Hombre | 37 | Ciudad Autónoma de Buenos Aires | 13.0 | 6.0 | 0 | Terciario | Completado | Analista de Sistemas | IFTS (ex CENT) nro 5 | No | No | Sí | Developer | Windows | Android | No | Full-Time | 99000.0 | NaN | 3 | No | No | 0.0 | En mi trabajo actual | Heterosexual | 501-1000 | Otras industrias | 7 | 8 | docker, google cloud platform/app engine, linux, vmware, .net, c#, cobol, css, html, javascript, php, sql, vba, bootstrap, drupal, jquery, symfony, wordpress, mariadb, microsoft sql server, mysql, eclipse, netbeans, notepad++, sublime text, vi, vim, visual studio |
| 6091 | Hombre | 38 | Ciudad Autónoma de Buenos Aires | 12.0 | 5.0 | 0 | Universitario | En curso | Ingeniería en Sistemas de Información | UTN - Universidad Tecnológica Nacional | Sí, de forma particular, Sí, los pagó un empleador | No | No | SysAdmin / DevOps / SRE | Windows | Android | Sí, pasiva | Full-Time | 85000.0 | NaN | 3 | Un sueldo | Uno | 14.0 | Jamás | Heterosexual | 2001-5000 | Otras industrias | 8 | 10 | linux, openstack, vmware, windows server, ninguno de los anteriores, ninguno de los anteriores, microsoft sql server, mysql, oracle, postgresql, vi, vim |
| 6092 | Hombre | 24 | Ciudad Autónoma de Buenos Aires | 2.0 | 2.0 | 0 | Terciario | En curso | Analista de Sistemas | ORT | Sí, de forma particular | No | Sí | QA / Tester | Windows | Android | No | Full-Time | 47250.0 | NaN | 3 | Menos de un sueldo | Uno | 10.0 | Jamás | Heterosexual | 201-500 | Producto basado en Software | 7 | 9 | ninguna de las anteriores, ninguno de los anteriores, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores |
| 6093 | Hombre | 28 | La Pampa | 5.0 | 3.0 | 0 | Terciario | En curso | Ingeniería en Sistemas de Información | UNLPAM | Sí, los pagó un empleador | No | Sí | SysAdmin / DevOps / SRE | GNU/Linux | Android | Sí, pasiva | Full-Time | 86000.0 | NaN | 2 | No | Uno | 20.0 | Jamás | Heterosexual | 51-100 | Servicios / Consultoría de Software / Digital | 5 | 7 | amazon web services, docker, kubernetes, linux, c, c++, html, java, javascript, php, python, sql, symfony, mariadb, mongodb, mysql, neo4j, postgresql, redis, nano, phpstorm, pycharm, vim, visual studio code |
| 6094 | Hombre | 33 | GBA | 5.0 | 5.0 | 0 | Terciario | Incompleto | Analista de Sistemas | UAI - Universidad Abierta Interamericana | Sí, de forma particular | No | No | SysAdmin / DevOps / SRE | Windows | iOS | No | Full-Time | 85000.0 | NaN | 3 | No | Dos | 4.0 | Jamás | Heterosexual | 501-1000 | Otras industrias | 9 | 7 | linux, openstack, vmware, windows server, ninguno de los anteriores, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores |
Most frequent
| genero | edad | ubicacion | experiencia_anios | empresa_actual_anios | personas_a_cargo | max_nivel_estudios | max_nivel_estudios_estado | Carrera | Universidad | cursos_especializacion | contribucion_open_source | programacion_hobbie | rol_trabajo | computador_trabajo_so | celular_so | guardias | Tipo de contrato | sueldo_mensual_bruto_ars | sueldo_dolarizado | sueldo_conformidad | sueldo_bonos | sueldo_ajustes_inflacion | sueldo_ajuste_total_2020 | violencia_laboral | Orientación sexual | Cantidad de empleados | Actividad principal | recomendacion_laboral | politicas_diversidad | tecnologies | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Hombre | 25 | Córdoba | 9.0 | 4.0 | 0 | Universitario | Completado | Ingeniería en Sistemas de Información | UTN - Universidad Tecnológica Nacional | No | Sí | Sí | Developer | macOS | iOS | Sí, activa | Remoto (empresa de otro país) | 680000.0 | Mi sueldo está dolarizado | 3 | Menos de un sueldo | No | 0.0 | Jamás | Heterosexual | 101-200 | Servicios / Consultoría de Software / Digital | 6 | 10 | ninguna de las anteriores, c, javascript, typescript, node.js, react.js, mongodb, postgresql, visual studio code | 2 |
| 1 | Hombre | 27 | Entre Ríos | 7.0 | 2.0 | 3 | Universitario | En curso | Licenciatura en Administración | USAL - Universidad del Salvador | Sí, de forma particular | No | No | Manager / Director | Windows | iOS | No | Remoto (empresa de otro país) | 550000.0 | Mi sueldo está dolarizado | 4 | No | No | 0.0 | Jamás | Heterosexual | 101-200 | Servicios / Consultoría de Software / Digital | 10 | 10 | ninguna de las anteriores, ninguno de los anteriores, ninguno de los anteriores, microsoft azure (tables, cosmosdb, sql, etc), ninguno de los anteriores | 2 |
| 2 | Hombre | 28 | Ciudad Autónoma de Buenos Aires | 4.0 | 0.0 | 0 | Universitario | Incompleto | Licenciatura en Ciencias dela Computación | UBA - Universidad de Buenos Aires | No | No | No | Developer | macOS | Android | Sí, pasiva | Full-Time | 220000.0 | Mi sueldo está dolarizado | 4 | Un sueldo | No | 0.0 | Jamás | Heterosexual | 201-500 | Producto basado en Software | 10 | 9 | amazon web services, docker, kubernetes, css, go, html, javascript, typescript, node.js, react.js, mysql, visual studio code | 2 |
| 3 | Mujer | 26 | Provincia de Buenos Aires | 0.0 | 0.0 | 0 | Universitario | Completado | Diseño Gráfico | UNLP - Universidad Nacional de La Plata | Sí, de forma particular | Sí | Sí | UX | macOS | iOS | No | Full-Time | 70000.0 | Mi sueldo está dolarizado | 4 | No | Uno | 20.0 | En un trabajo anterior | Heterosexual | 1-10 | Servicios / Consultoría de Software / Digital | 8 | 5 | ninguna de las anteriores, ninguno de los anteriores, ninguno de los anteriores, ninguna de las anteriores, ninguno de los anteriores | 2 |